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Item Metadata only Development of statistic package for Generalize Linear Model(Mahidol University. Mahidol University Library and Knowledge Center, 2003) Wanlop Jaidee; Junya PattaraarchachaiPublication Metadata only AnkPlex: Algorithmic structure for refinement of near-native ankyrin-protein docking(2017-04-19) Tanchanok Wisitponchai; Watshara Shoombuatong; Vannajan Sanghiran Lee; Kuntida Kitidee; Chatchai Tayapiwatana; Chiang Mai University; Mahidol University; Commission on Higher Education; University of Malaya© 2017 The Author(s). Background: Computational analysis of protein-protein interaction provided the crucial information to increase the binding affinity without a change in basic conformation. Several docking programs were used to predict the near... features. Subsequently, a re-scoring rank was generated by AnkPlex using a combination of a decision tree algorithm and logistic regression. AnkPlex achieved superior efficiency with ≥1 near-native complexes in the 10 top-rankings for nine X-ray complexesItem Metadata only Combining Early Ischemic Change and Collateral Extent for Functional Outcomes after Endovascular Therapy: An Analysis from AcT Trial(2024-07-01) Tanaka K.; Kaveeta C.; Pensato U.; Zhang J.; Bala F.; Alhabli I.; Horn M.; Ademola A.; Almekhlafi M.; Ganesh A.; Buck B.; Tkach A.; Catanese L.; Dowlatshahi D.; Shankar J.; Poppe A.Y.; Shamy M.; Qiu W.; Swartz R.H.; Hill M.D.; Sajobi T.T.; Menon B.K.; Demchuk A.M.; Singh N.; Tanaka K.; Mahidol Universityand return to prestroke level of function at 90 to 120 days using mixed-effects logistic regression. In the subset of patients who underwent baseline computed tomography perfusion imaging, we compared the mCTA-ACE score and ICV for outcome prediction. RESULTS...BACKGROUND: Early ischemic change and collateral extent are colinear with ischemic core volume (ICV). We investigated the relationship between a combined score using the Alberta Stroke Program Early Computed Tomography Score and multiphase computedPublication Open Access How do non genetic factors affect overweight children in Bangkok?(2010-01) Narisara Peungposop; Kua Wongboonsin; Kost, Gerald J.; Mahidol University. Institute for Population and Social ResearchItem Metadata only Determinants of childhood overweight in Thailand and their effects on high blood pressure(Mahidol University. Mahidol University Library and Knowledge Center, 2023) Sawanya Siriphakhamongkhon; Yothin Sawangdee; Umaporn Pattarvanich; Aroonsri Mongkolchatithan 1 hour on the computer for learning and watching TV at least 2 hours per day posed the greatest risk of overweight/obese for a single school-age child. In addition, the logistic regression analysis found that obese and overweight children age from... Health Examination Survey (NHES IV) 2008-2009. The study found that more than one-half of the sample were living in municipal areas and there were equal proportions of girls and boys in the sample and the mean age was 9 years. The ordered regressionPublication Open Access Factors influencing sexual behaviors among Thai adolescents(2017-06) Sitanan Srijaiwong; Siriorn Sindhu; Ameporn Ratinthorn; Chukiat Viwatwongkasem; Mahidol University. Faculty of Nursing; Mahidol University. Faculty of Public Healthby using web-based questionnaires. The participants were 3,192 Thai adolescents ages 15-19 and studying at secondary and vocational schools. Data were analyzed by using multinomial logistic regression analysis and multilevel regression analysis. Among all...This cross-sectional analysis examines the factors influencing sexual behaviors, no-sex experience, safe sexual behaviors and unsafe sexual behaviors among adolescents, and the degree of sexual risk behaviors among sexually experienced adolescentsPublication Open Access Big Data Analytics in Healthcare(2018) Ratchainant Thammasudjarit; Anuchate Pattanateepon; Oraluck Pattanaprateep; รัตน์ชัยนันท์ ธรรมสุจริต; อนุตเชษฐ์ พัฒนธีร์ปพน; อรลักษณ์ พัฒนาประทีป; Mahidol University. Faculty of Medicine Ramathibodi Hospital. Section for Clinical Epidemiology and Biostatistics. This article is therefore aimed to introduce type of data analytics, machine learning, statistics, and data mining which contribute to healthcare big data analysis. The article should be useful for healthcare professionals who are new to this field.Publication Open Access Screening of Diabetes Mellitus in Pregnancy by Hemoglobin A1c and Fasting Plasma Glucose at Ramathibodi Hospital(2018) Chutima Yaiyiam; Somsak Suthutvoravut; ชุติมา ใยเยี่ยม; สมศักดิ์ สุทัศน์วรวุฒิ; Mahidol University. Faculty of Medicine Ramathibodi Hospital. Department of Obstetrics and Gynaecology. Methods: The descriptive study analyzed results of screening DM by HbA1c and FPG among 421 pregnant women who came for antenatal visits during January 4, 2016, to March 31, 2016. Chi-square test, Fisher’s exact test and logistic regression analysis were... Chi-square test, Fisher’s exact test และ Logistic regression analysis กำหนดค่านัยสำคัญทางสถิติที่ 0.05 ผลการศึกษา: จากการตรวจวินิจฉัยครั้งแรกในกลุ่มตัวอย่าง พบสตรีที่มีภาวะเบาหวานก่อนการตั้งครรภ์ จำนวน 4 คน คิดเป็นร้อยละ 0.95 และสตรีที่มีภาวะเบาหวานPublication Open Access Factors associated with junk food consumption among urban school students in Kathmandu District of Nepal(2018) Bhanu Poudel; Sariyamon Tiraphat; Seo Ah Hong; ภาณุ โพลเดล; ศริยามน ติรพัฒน์; โซอะ หงษ์; Mahidol University. ASEAN Institute for Health Developmentand multiple logistic regression were used to determine the association between independent variables and junk food consumption. The result showed that the 11.8% was at a high level of the junk food consumption and 88.2% was at a low level with the cutoff... point of 85th Percentile (P 85). A total 6 variables were significantly associated in Chi-square test. In multiple logistic regression, after adjusting for other factors, 3 variables were significantly associated with junk food consumption: high dailyPublication Open Access Bystander Cardio-Pulmonary Resuscitation Practice among Out- of- Hospital Cardiac Arrest: Rajavithi Hospital’s Narenthorn Emergency Medical Service Center, Thailand(2018) Ubon Yeeheng; Tassanee Rawiworrakul; อุบล ยี่เฮ็ง; ทัศนีย์ รวิวรกุล; Mahidol University Faculty of Public Health Department of Public Health Nursingstudy using secondary data of 510 OHCA patients from 2014 to 2016 was conducted. Descriptive statistics, inferential statistics, univariate (Chi-square), and multivariate analyses (Logistic regression) were employed for data analysis. The majority...ศูนย์กู้ชีพ “นเรนทร” โรงพยาบาลราชวิถี ระหว่าง ปี พ.ศ. 2557-2559 วิเคราะห์ข้อมูลโดยใช้สถิติเชิง พรรณนา และสถิติเชิงวิเคราะห์แบบการวิเคราะห์ ตัวแปรตัวเดียว (Chi-square) และ การวิเคราะห์ พหุตัวแปร (Multiple Logistic regression) ผลการศึกษาพบว่า กลุ่มผู้